The coffee cup trembled in Amelia's hand as she waited. She'd chosen this cafe specifically, knowing it was on the route her target took every Tuesday. The aroma of roasting beans did little to soothe the tightness in her chest. She watched, meticulously, as a woman entered the shop. The woman’s long, blonde hair was unmistakable. It was Chloe.

Amelia’s fingers tightened on the ceramic. She watched Chloe order, her back ramrod straight. She would wait, she decided, until Chloe had her coffee. Then, she'd make her move. The air in the cafe felt suddenly thick, suffocating.

She stood up, walked to Chloe, and accidentally spilled her coffee.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442